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      <title-group>
        <article-title>AI4CC-IPS-RCRA-SPIRIT 2024: International Workshop on Artificial Intelligence for Climate Change, Italian Workshop on Planning and Scheduling, RCRA Workshop on Experimental evaluation of algorithms for solving problems with combinatorial explosion, and SPIRIT Workshop on Strategies, Prediction, Interaction, and Reasoning in Italy.</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Diego Aineto</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Riccardo De Benedictis</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Marco Maratea</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Munyque Mittelmann</string-name>
          <email>munyque.mittelmann@unina.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gianpiero Monaco</string-name>
          <email>gianpiero.monaco@unich.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Enrico Scala</string-name>
          <email>enrico.scala@unibs.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Luciano Serafini</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ivan Serina</string-name>
          <email>ivan.serina@unibs.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Francesco Spegni</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Elisa Tosello</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alessandro Umbrico</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Mauro Vallati</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Enrico Scala Department of Information Engineering</institution>
          ,
          <addr-line>Univeristà degli Studi di Brescia</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Gianpiero Monaco Department of Economic Studies, University of Chieti-Pescara</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Ivan Serina Department of Information Engineering, University of Brescia</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Munyque Mittelmann University of Naples Federico II</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>International Workshop on Artificial Intelligence for Climate Change, Italian Workshop on Planning and Scheduling,
RCRA Workshop on Experimental evaluation of algorithms for solving problems with combinatorial explosion, and
SPIRIT Workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (AI4CC-IPS-RCRA-SPIRIT 2024) November
25-28th, 2024, Bolzano – Italy.</p>
      <p>©2024Copyrightforthispaperbyitsauthors. UsepermittedunderCreativeCommonsLicenseAttribution4.0International(CCBY4.0).
Copyright for these papers by their authors. Use permitted under Creative Commons License
Attribution 4.0 International (CC BY 4.0).</p>
      <p>Organizing Committees</p>
    </sec>
    <sec id="sec-2">
      <title>AI4CC 2024 Programme Chairs</title>
      <p>Aineto Diego University of Brescia, Italy.</p>
      <p>Ivan Serina University of Brescia, Italy.</p>
    </sec>
    <sec id="sec-3">
      <title>IPS 2024 Programme Chairs</title>
      <p>Riccardo De Benedictis National Research Council (CNR), Italy.
Enrico Scala University of Brescia, Italy.
Ivan Serina University of Brescia, Italy.
Elisa Tosello Bruno Kessler Foundation, Italy.</p>
      <p>Alessandro Umbrico National Research Council (CNR), Italy.</p>
    </sec>
    <sec id="sec-4">
      <title>RCRA 2024 Programme Chairs</title>
      <p>Marco Maratea Università della Calabria, Italy.
Luciano Serafini Fondazione Bruno Kessler, Italy.</p>
      <p>Mauro Vallati University of Huddersfield, UK.</p>
    </sec>
    <sec id="sec-5">
      <title>SPIRIT 2024 Programme Chairs</title>
      <p>Munyque Mittelmann University of Naples Federico II, Italy.
Gianpiero Monaco University of Chieti-Pescara, Italy
Francesco Spegni Marche Polytechnic University, Italy.</p>
      <sec id="sec-5-1">
        <title>Contents</title>
        <sec id="sec-5-1-1">
          <title>Organizing Committees</title>
        </sec>
        <sec id="sec-5-1-2">
          <title>Preface</title>
        </sec>
      </sec>
      <sec id="sec-5-2">
        <title>AI4CC 2024 Regular Papers</title>
        <p>A Novel Methodology for AI-based Sorting of Post-Consumer Textile Using
Spectrophotometer</p>
        <p>Megan Robinson, Saikat Ghosh, Parikshit Goswami, Mauro Vallati
What’s Behind This Water Table Depth Forecasting? RISE Application for
Spatial, Temporal, and Spatio-Temporal Explanations
Matteo Salis, Gabriele Sartor, Marco Pellegrino, Stefano Ferraris, Abdourrahmane M.</p>
        <p>Atto, Rosa Meo
Deep Learning for Land Cover Segmentation in Agricultural Regions Using
Aerial Datasets</p>
        <p>Girma Tariku, Isabella Ghiglieno, Anna Simonetto, Gianni Gilioli, Ivan Serina
Assessing the Impact of Climate Change on Mineral-Associated Organic Carbon
(MAOC) Using Machine Learning Models</p>
        <p>Tewabe Chekole Workneh, Matteo Cristani, Claudio Tomazzoli
Urban Heat Island. Machine Learning Models for Analysis and Maker Approach
for Mitigation</p>
        <p>Ermanno Zuccarini</p>
      </sec>
      <sec id="sec-5-3">
        <title>IPS 2024 Regular Papers</title>
        <p>One to rule them all: natural language to bind communication, perception and
action</p>
        <p>Simone Colombani, Dimitri Ognibene, Giuseppe Boccignone
Towards Automated Planning of Level Structures for Digital Interventions
Lorenzo J. James, Emanuele De Pellegrin, Laura Genga, Barbara Montagne, Pieter Van
Gorp, Ronald P. A. Petrick
Automated PDDL Domain File Generation for Enhancing Production System
Development based on SysML Models
Hamied Nabizada, Tom Jeleniewski, Lasse Beers, Felix Gehlhof, Alexander Fay
vii
i
1
1
9
21
35
48
57
57
74
A Bin-Packing Formulation for Radiotherapy Treatment Scheduling</p>
        <p>Chiara Camilla Rambaldi Migliore, Giovanni Iacca, Marco Roveri</p>
      </sec>
      <sec id="sec-5-4">
        <title>RCRA 2024 Regular Papers</title>
        <p>Many-valued Temporal Description Logics with Typicality: an Abridged Report</p>
        <p>Mario Alviano, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré 110
Stronger integration of circuit and alldiferent propagators for the Hamiltonian
Cycle Problem</p>
        <p>Alessandro Bertagnon, Marco Gavanelli
Recent Answer Set Programming Applications to Scheduling Problems in
Digital Health
Paola Cappanera, Simone Caruso, Carmine Dodaro, Giuseppe Galatà, Marco Gavanelli,
Marco Maratea, Cinzia Marte, Marco Mochi, Maddalena Nonato, Marco Roma
Automata-based LTL Satisfiability Checking via ASP</p>
        <p>Andrea Cuteri, Giuseppe Mazzotta, Rafael Peñaloza, Francesco Ricca
The distributed architecture of SkRobot for eficient robotic agents</p>
        <p>Giovanni De Gasperis, Daniele Di Ottavio, Stefania Costantini, Patrizio Migliarini
Translating Requirements in Property Specification Patterns using LLMs</p>
        <p>Dario Guidotti, Laura Pandolfo, Tiziana Fanni, Katiuscia Zedda, Luca Pulina
Anomaly Recognition with Trustworthy Neural Networks: a Case Study in
Elevator Control</p>
        <p>Dario Guidotti, Laura Pandolfo, Luca Pulina
Information Flows during Constraint Satisfaction Search with Dynamic
Heuristics: Information from Preprocessing</p>
        <p>Richard J. Wallace</p>
      </sec>
      <sec id="sec-5-5">
        <title>SPIRIT 2024 Regular Papers</title>
        <p>Development of Natural Strategies in Strategic Logics</p>
        <p>Marco Aruta, Vadim Malvone, Aniello Murano
How to Mitigate Disagreement and Polarization in Opinion Formation
Processes on Social Networks
Vincenzo Auletta, Diodato Ferraioli, Grazia Ferrara
iii
101
Strategic Reasoning for BitML Smart Contracts</p>
        <p>Luigi Bellomarini, Marco Favorito, Giuseppe Galano
Towards a Compositional and User-friendly tool for Multi-Agent Systems
Verification</p>
        <p>Angelo Ferrando, Vadim Malvone
Situation Calculus Temporally Lifted Abstractions for Generalized Planning –
Extended Abstract</p>
        <p>Giuseppe De Giacomo, Yves Lespérance, Matteo Mancanelli
Temporal (Non-)Paradox: Yablo’s Sequences in LTL over Finite Traces</p>
        <p>Michał Tomasz Godziszewski, Davide Catta, Aniello Murano
Reasoning about Real-Time and Probability on Obstruction Logic</p>
        <p>Jean Leneutre, Vadim Malvone, James Ortiz
249
257
261
AI4CC 2024 papers not included here and published elsewhere
Leveraging AI Planning Models for the Water Management of the Red River Basin in
Vietnam [1]</p>
        <p>
          Diego Aineto, Matteo Battisti, Hai Yen Nguyen, Le An Ngo, Roberto Ranzi, Enrico Scala, Ivan
Serina ; in Proceedings of the 3rd International Conference on Data Science and Emerging
Technologies (DaSET 2024), Petaling Jaya, Selangor, Malaysia, December 12–13, 2024.
Multi-Purpose Reservoir Optimization Using Genetic Algorithm For The Hoa Binh
Reservoir, Viet Nam [
          <xref ref-type="bibr" rid="ref1">2</xref>
          ]
        </p>
        <p>Hai Yen Nguyen, Le Long Ngo, Le An Ngo, Minh Cat Vu, Marco Peli, Ivan Serina, Roberto
Ranzi ; in Proceedings of the XXXIX National Conference on Hydraulics and Hydraulic
Constructions - IDRA24, 2024.</p>
        <p>Evaluation of Machine Learning Techniques for Inflow Prediction in Lake Como, Italy
[3]</p>
        <p>Michele Pini, Andrea Scalvini, Muhammad Usman Liaqat, Roberto Ranzi, Ivan Serina, Tahir
Mehmood ; in Knowledge-Based and Intelligent Information &amp; Engineering Systems:
Proceedings of the 24th International Conference KES-2020, Virtual Event, 16-18 September
2020, Procedia Computer Science, Volume 176, Elsevier, pages 918–927.</p>
        <p>IPS 2024 papers not included here and published elsewhere
Dealing with Numeric and Metric Time Constraints in PDDL3 via Compilation
to Numeric Planning [4]</p>
        <p>Luigi Bonassi, Alfonso Emilio Gerevini, Enrico Scala; in Thirty-Eighth AAAI Conference
on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of
Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial
Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pages 20036–20043, AAAI
Press.</p>
        <p>Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning [5]
Alessandro La Farciola, Alessandro Valentini, Andrea Micheli ; in Proceedings of the
Thirty-Ninth AAAI Conference on Artificial Intelligence, AAAI 2025.</p>
        <p>PDDL+ Models for Deployable yet Efective Trafic Signal Optimisation [ 6]
Anas El Kouaiti, Francesco Percassi, Alessandro Saetti, Thomas Leo McCluskey, Mauro Vallati;
in Proceedings of the Thirty-Fourth International Conference on Automated Planning and
Scheduling, ICAPS 2024, Banf, Alberta, Canada, June 1-6, 2024, pages 168–177, AAAI Press.
RCRA 2024 papers not included here and published elsewhere
SPIRIT 2024 papers not included here and published elsewhere</p>
      </sec>
    </sec>
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